Ice gloves are dropped by killing the Ice Queen living inside White Wolf Mountain. Make sure to bring a pickaxe or have one stored in your toolbelt when going to obtain a pair, as one is needed to reach the queen. You need a mining level of 50 to mine through the rocks. The Ice Queen can be found in the Ice Queen's lair.

The Ice gloves can be re-obtained as many times as the player wishes. In case of mishaps (Death, accidental Alching, and so on), it is suggested that the player obtain more than one pair of Ice gloves. You do not need to start the quest to get Ice Gloves, which is commonly done by pures.